Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9557198 0.7828057 0.4740996
bt 0.9636640 0.8166401 0.3413074
maxnet 0.7623706 0.4883678 NA
gam 0.7893684 0.4945822 0.2273526
glm 0.7635570 0.4944992 0.1833397

Variable Importance

Partial Dependence